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Topic > Optimization |
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9 projects in result set.
0. Forecasting with Artificial Intelligence - The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction. |
- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
- Topic : Regression Models [Filter]
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Registered: 2012-01-22 07:45 |
1. changepoints: Changepoint Analysis Tools - Unified infrastracture for changepoint analysis for different types of parametric models employing different segmentation strategies (binary, recursive binary, dynamic programming, PELT, etc.) |
- Development Status : 1 - Planning [Filter]
- Environment : Console (Text Based) [Filter]
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- Programming Language : C/C\+\+ [Filter]
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- Topic : Econometrics : Structural Change [Filter]
- Topic : Finance : Time Series [Filter]
- Topic : Optimization [Filter]
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Registered: 2012-03-27 21:23 |
2. NMF - Nonnegative Matrix Factorization - This package provides a flexible framework to perform Non-negative Matrix Factorization (NMF).
It implements a set of already published algorithms and seeding methods, and provides a framework
to test, develop and plug new/custom algorithms. |
- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Bioinformatics [Filter]
- Topic : Multivariate Statistics : Projection Methods : Independent Components [Filter]
- Topic : Optimization [Filter]
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Registered: 2010-01-07 14:13 |
3. Clustering using convex fusion penalties - An R/C++ implementation of the clusterpath algorithm described in Hocking et al. 2011, for robust convex clustering using sparsity-inducing fusion penalties. |
- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Python [Filter]
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Optimization [Filter]
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Registered: 2011-05-09 12:56 |
4. Optimal Two-stage Phase II Design - This R package creates the optimal two-stage phase II designs with long-term endpoint.
A later expanded version of the package (OptInterim) can be downloaded on CRAN
http://cran.r-project.org/web/packages/OptInterim/index.html |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- Operating System : Microsoft : Windows [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Optimization [Filter]
- Topic : Software Development [Filter]
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Registered: 2008-12-14 01:13 |
5. Markov decision processes (MDPs) in R - Create and optimize MDPs with discrete time steps and state space. Both normal MDPs and hierarchical MDPs can be considered. |
- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Optimization [Filter]
- Topic : Other/Nonlisted Topic [Filter]
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Registered: 2009-06-08 12:06 |
6. dcr - Data Cloning in R - Data cloning (DC) uses Bayesian MCMC to make maximum likelihood inference of complex hierarchical models. The bundle includes basic infrastructure for DC with parallel computing support, and more specialized packages for ecology. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Bayesian Statistics [Filter]
- Topic : Optimization [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2009-08-17 16:25 |
7. R package for Non Smooth Optimization - An R package for non smooth optimization, with implementation of several algorithms including HANSO, SIDPSM etc. |
- Development Status : 3 - Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Optimization [Filter]
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Registered: 2013-05-28 18:22 |
8. maxLik: Maximum Likelihood Estimation - Tools for Maximum Likelihood Estimation
THE DEVELOPMENT OF THE maxLik PACKAGE HAS BEEN MOVED to GitHub:
https://github.com/arne-henningsen/maxLik
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- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Optimization [Filter]
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Registered: 2008-09-18 13:24 |